Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 2701455 |
| Missing cells | 632235 |
| Missing cells (%) | 1.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 758.3 MiB |
| Average record size in memory | 294.4 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 3 |
canal is highly overall correlated with segmento | High correlation |
densidad_hab is highly overall correlated with superficie_km2 | High correlation |
dolar is highly overall correlated with id_periodo and 3 other fields | High correlation |
id_barrio is highly overall correlated with id_comuna | High correlation |
id_comuna is highly overall correlated with id_barrio | High correlation |
id_periodo is highly overall correlated with dolar and 3 other fields | High correlation |
imacec is highly overall correlated with dolar and 3 other fields | High correlation |
segmento is highly overall correlated with canal | High correlation |
superficie_km2 is highly overall correlated with densidad_hab | High correlation |
tpm is highly overall correlated with dolar and 3 other fields | High correlation |
uf is highly overall correlated with dolar and 3 other fields | High correlation |
descr_flag_patente is highly imbalanced (53.6%) | Imbalance |
indice_gse has 147275 (5.5%) missing values | Missing |
n_habitantes has 147275 (5.5%) missing values | Missing |
n_ptos_interes has 48031 (1.8%) missing values | Missing |
superficie_km2 has 48031 (1.8%) missing values | Missing |
densidad_hab has 147275 (5.5%) missing values | Missing |
tasa_desempleo has 82402 (3.1%) missing values | Missing |
liq_um is highly skewed (γ1 = 91.28986202) | Skewed |
liq_um has 27516 (1.0%) zeros | Zeros |
ipc has 82125 (3.0%) zeros | Zeros |
imacec has 168331 (6.2%) zeros | Zeros |
Reproduction
| Analysis started | 2025-10-18 02:22:52.936293 |
|---|---|
| Analysis finished | 2025-10-18 02:25:21.909728 |
| Duration | 2 minutes and 28.97 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
id_cliente
Real number (ℝ)
| Distinct | 131135 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 374215.96 |
| Minimum | 33 |
|---|---|
| Maximum | 727518 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | 33 |
|---|---|
| 5-th percentile | 57323 |
| Q1 | 193464 |
| median | 373932 |
| Q3 | 554316 |
| 95-th percentile | 688892 |
| Maximum | 727518 |
| Range | 727485 |
| Interquartile range (IQR) | 360852 |
Descriptive statistics
| Standard deviation | 203347.58 |
|---|---|
| Coefficient of variation (CV) | 0.54339632 |
| Kurtosis | -1.1908105 |
| Mean | 374215.96 |
| Median Absolute Deviation (MAD) | 180395 |
| Skewness | -0.057548703 |
| Sum | 1.0109276 × 1012 |
| Variance | 4.1350237 × 1010 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 727518 | 32 | < 0.1% |
| 727512 | 32 | < 0.1% |
| 43 | 32 | < 0.1% |
| 44 | 32 | < 0.1% |
| 727507 | 32 | < 0.1% |
| 48 | 32 | < 0.1% |
| 51 | 32 | < 0.1% |
| 727118 | 32 | < 0.1% |
| 727110 | 32 | < 0.1% |
| 727106 | 32 | < 0.1% |
| Other values (131125) | 2701135 |
| Value | Count | Frequency (%) |
| 33 | 22 | |
| 43 | 32 | |
| 44 | 32 | |
| 47 | 25 | |
| 48 | 32 | |
| 51 | 32 | |
| 56 | 24 | |
| 57 | 18 | |
| 60 | 5 | < 0.1% |
| 62 | 19 |
| Value | Count | Frequency (%) |
| 727518 | 32 | |
| 727517 | 6 | < 0.1% |
| 727515 | 25 | |
| 727514 | 1 | < 0.1% |
| 727512 | 32 | |
| 727511 | 27 | |
| 727510 | 29 | |
| 727509 | 8 | < 0.1% |
| 727507 | 32 | |
| 727505 | 29 |
id_periodo
Real number (ℝ)
High correlation
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 202392.25 |
| Minimum | 202301 |
|---|---|
| Maximum | 202508 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | 202301 |
|---|---|
| 5-th percentile | 202302 |
| Q1 | 202308 |
| median | 202404 |
| Q3 | 202412 |
| 95-th percentile | 202507 |
| Maximum | 202508 |
| Range | 207 |
| Interquartile range (IQR) | 104 |
Descriptive statistics
| Standard deviation | 77.300609 |
|---|---|
| Coefficient of variation (CV) | 0.00038193463 |
| Kurtosis | -1.3257742 |
| Mean | 202392.25 |
| Median Absolute Deviation (MAD) | 95 |
| Skewness | 0.22741951 |
| Sum | 5.4675356 × 1011 |
| Variance | 5975.3841 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 202303 | 88568 | 3.3% |
| 202301 | 87589 | 3.2% |
| 202304 | 86882 | 3.2% |
| 202312 | 86329 | 3.2% |
| 202302 | 86291 | 3.2% |
| 202305 | 86184 | 3.2% |
| 202412 | 85704 | 3.2% |
| 202403 | 85662 | 3.2% |
| 202310 | 85406 | 3.2% |
| 202311 | 85351 | 3.2% |
| Other values (22) | 1837489 |
| Value | Count | Frequency (%) |
| 202301 | 87589 | |
| 202302 | 86291 | |
| 202303 | 88568 | |
| 202304 | 86882 | |
| 202305 | 86184 | |
| 202306 | 84554 | |
| 202307 | 84431 | |
| 202308 | 85270 | |
| 202309 | 84846 | |
| 202310 | 85406 |
| Value | Count | Frequency (%) |
| 202508 | 82125 | |
| 202507 | 81864 | |
| 202506 | 80950 | |
| 202505 | 82108 | |
| 202504 | 82402 | |
| 202503 | 84329 | |
| 202502 | 82334 | |
| 202501 | 84312 | |
| 202412 | 85704 | |
| 202411 | 84756 |
liq_um
Real number (ℝ)
Skewed Zeros
| Distinct | 516419 |
|---|---|
| Distinct (%) | 19.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7252702 |
| Minimum | -286.8768 |
|---|---|
| Maximum | 9744.3456 |
| Zeros | 27516 |
| Zeros (%) | 1.0% |
| Negative | 352 |
| Negative (%) | < 0.1% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | -286.8768 |
|---|---|
| 5-th percentile | 0.216 |
| Q1 | 0.996 |
| median | 2.54384 |
| Q3 | 5.987984 |
| 95-th percentile | 19.369454 |
| Maximum | 9744.3456 |
| Range | 10031.222 |
| Interquartile range (IQR) | 4.991984 |
Descriptive statistics
| Standard deviation | 38.825173 |
|---|---|
| Coefficient of variation (CV) | 5.773028 |
| Kurtosis | 15670.431 |
| Mean | 6.7252702 |
| Median Absolute Deviation (MAD) | 1.89584 |
| Skewness | 91.289862 |
| Sum | 18168015 |
| Variance | 1507.3941 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27516 | 1.0% |
| 0.192 | 7009 | 0.3% |
| 0.288 | 6897 | 0.3% |
| 0.384 | 6768 | 0.3% |
| 0.096 | 6433 | 0.2% |
| 0.48 | 6411 | 0.2% |
| 0.72 | 6144 | 0.2% |
| 0.1344 | 6133 | 0.2% |
| 0.24 | 6032 | 0.2% |
| 0.36 | 5799 | 0.2% |
| Other values (516409) | 2616313 |
| Value | Count | Frequency (%) |
| -286.8768 | 1 | |
| -87.07968 | 1 | |
| -75.8112 | 1 | |
| -44.928 | 1 | |
| -44.1408 | 1 | |
| -38.304 | 1 | |
| -34.848 | 1 | |
| -33.6 | 1 | |
| -32.7264 | 1 | |
| -32.6016 | 1 |
| Value | Count | Frequency (%) |
| 9744.3456 | 1 | |
| 9635.2368 | 1 | |
| 9074.4 | 1 | |
| 8754.9504 | 1 | |
| 8635.9776 | 1 | |
| 8626.704 | 1 | |
| 8339.4048 | 1 | |
| 8238.07872 | 1 | |
| 7922.16 | 1 | |
| 7911.36 | 1 |
id_barrio
Real number (ℝ)
High correlation
| Distinct | 2037 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 11946 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 889380.19 |
| Minimum | 110110 |
|---|---|
| Maximum | 1510511 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | 110110 |
|---|---|
| 5-th percentile | 210211 |
| Q1 | 560114 |
| median | 840116 |
| Q3 | 1311415 |
| 95-th percentile | 1360112 |
| Maximum | 1510511 |
| Range | 1400401 |
| Interquartile range (IQR) | 751301 |
Descriptive statistics
| Standard deviation | 390355.34 |
|---|---|
| Coefficient of variation (CV) | 0.43890717 |
| Kurtosis | -1.2106088 |
| Mean | 889380.19 |
| Median Absolute Deviation (MAD) | 419697 |
| Skewness | -0.1720716 |
| Sum | 2.391996 × 1012 |
| Variance | 1.5237729 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1310124 | 13475 | 0.5% |
| 210119 | 12620 | 0.5% |
| 810213 | 10930 | 0.4% |
| 1312510 | 9575 | 0.4% |
| 1010121 | 9469 | 0.4% |
| 210114 | 9420 | 0.3% |
| 110710 | 9301 | 0.3% |
| 1312419 | 9002 | 0.3% |
| 320210 | 8753 | 0.3% |
| 1030123 | 8153 | 0.3% |
| Other values (2027) | 2588811 | |
| (Missing) | 11946 | 0.4% |
| Value | Count | Frequency (%) |
| 110110 | 6749 | |
| 110111 | 3114 | |
| 110112 | 4491 | |
| 110113 | 3293 | |
| 110114 | 3706 | |
| 110115 | 2525 | 0.1% |
| 110116 | 5981 | |
| 110117 | 3686 | |
| 110118 | 3944 | |
| 110119 | 572 | < 0.1% |
| Value | Count | Frequency (%) |
| 1510511 | 1363 | 0.1% |
| 1510510 | 5 | < 0.1% |
| 1510128 | 230 | < 0.1% |
| 1510126 | 1778 | 0.1% |
| 1510125 | 696 | < 0.1% |
| 1510124 | 3883 | |
| 1510123 | 2424 | |
| 1510122 | 5846 | |
| 1510121 | 1388 | 0.1% |
| 1510120 | 2577 |
id_comuna
Real number (ℝ)
High correlation
| Distinct | 325 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8897.1978 |
| Minimum | 1101 |
|---|---|
| Maximum | 15105 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | 1101 |
|---|---|
| 5-th percentile | 2102 |
| Q1 | 5601 |
| median | 8401 |
| Q3 | 13114 |
| 95-th percentile | 13601 |
| Maximum | 15105 |
| Range | 14004 |
| Interquartile range (IQR) | 7513 |
Descriptive statistics
| Standard deviation | 3901.4076 |
|---|---|
| Coefficient of variation (CV) | 0.43849847 |
| Kurtosis | -1.2075814 |
| Mean | 8897.1978 |
| Median Absolute Deviation (MAD) | 4197 |
| Skewness | -0.17462584 |
| Sum | 2.4035379 × 1010 |
| Variance | 15220982 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13101 | 86070 | 3.2% |
| 2101 | 72197 | 2.7% |
| 5109 | 58552 | 2.2% |
| 13201 | 55718 | 2.1% |
| 5101 | 50436 | 1.9% |
| 15101 | 47535 | 1.8% |
| 6101 | 46367 | 1.7% |
| 13110 | 46116 | 1.7% |
| 13119 | 45493 | 1.7% |
| 4102 | 45386 | 1.7% |
| Other values (315) | 2147585 |
| Value | Count | Frequency (%) |
| 1101 | 42577 | |
| 1107 | 16052 | 0.6% |
| 1401 | 1633 | 0.1% |
| 2101 | 72197 | |
| 2102 | 4098 | 0.2% |
| 2103 | 1381 | 0.1% |
| 2104 | 3983 | 0.1% |
| 2201 | 34964 | |
| 2203 | 4691 | 0.2% |
| 2301 | 8041 | 0.3% |
| Value | Count | Frequency (%) |
| 15105 | 1394 | 0.1% |
| 15101 | 47535 | |
| 14204 | 4218 | 0.2% |
| 14203 | 1763 | 0.1% |
| 14202 | 2966 | 0.1% |
| 14201 | 4589 | 0.2% |
| 14108 | 5340 | 0.2% |
| 14107 | 2986 | 0.1% |
| 14106 | 3807 | 0.1% |
| 14104 | 1736 | 0.1% |
segmento
Categorical
High correlation
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 131.4 MiB |
| AL | |
|---|---|
| AP | |
| BO | |
| RT | |
| FS | 118931 |
| Other values (11) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BA |
|---|---|
| 2nd row | BA |
| 3rd row | BA |
| 4th row | BA |
| 5th row | BA |
Common Values
| Value | Count | Frequency (%) |
| AL | 1505965 | |
| AP | 488044 | 18.1% |
| BO | 232348 | 8.6% |
| RT | 177467 | 6.6% |
| FS | 118931 | 4.4% |
| MA | 44579 | 1.7% |
| KI | 32807 | 1.2% |
| BA | 29670 | 1.1% |
| IE | 24701 | 0.9% |
| FF | 22927 | 0.8% |
| Other values (6) | 24016 | 0.9% |
Length
| Value | Count | Frequency (%) |
| al | 1505965 | |
| ap | 488044 | 18.1% |
| bo | 232348 | 8.6% |
| rt | 177467 | 6.6% |
| fs | 118931 | 4.4% |
| ma | 44579 | 1.7% |
| ki | 32807 | 1.2% |
| ba | 29670 | 1.1% |
| ie | 24701 | 0.9% |
| ff | 22927 | 0.8% |
| Other values (6) | 24016 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 2068258 | |
| L | 1505965 | |
| P | 488044 | 9.0% |
| B | 262018 | 4.8% |
| O | 232348 | 4.3% |
| R | 189074 | 3.5% |
| T | 177467 | 3.3% |
| F | 164929 | 3.1% |
| S | 125060 | 2.3% |
| I | 60069 | 1.1% |
| Other values (5) | 129678 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5402910 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 2068258 | |
| L | 1505965 | |
| P | 488044 | 9.0% |
| B | 262018 | 4.8% |
| O | 232348 | 4.3% |
| R | 189074 | 3.5% |
| T | 177467 | 3.3% |
| F | 164929 | 3.1% |
| S | 125060 | 2.3% |
| I | 60069 | 1.1% |
| Other values (5) | 129678 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5402910 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 2068258 | |
| L | 1505965 | |
| P | 488044 | 9.0% |
| B | 262018 | 4.8% |
| O | 232348 | 4.3% |
| R | 189074 | 3.5% |
| T | 177467 | 3.3% |
| F | 164929 | 3.1% |
| S | 125060 | 2.3% |
| I | 60069 | 1.1% |
| Other values (5) | 129678 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5402910 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 2068258 | |
| L | 1505965 | |
| P | 488044 | 9.0% |
| B | 262018 | 4.8% |
| O | 232348 | 4.3% |
| R | 189074 | 3.5% |
| T | 177467 | 3.3% |
| F | 164929 | 3.1% |
| S | 125060 | 2.3% |
| I | 60069 | 1.1% |
| Other values (5) | 129678 | 2.4% |
canal
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 142.7 MiB |
| COMPRA | |
|---|---|
| CONSUMO | |
| MAYORISTA | 44579 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.3895308 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CONSUMO |
|---|---|
| 2nd row | CONSUMO |
| 3rd row | CONSUMO |
| 4th row | CONSUMO |
| 5th row | CONSUMO |
Common Values
| Value | Count | Frequency (%) |
| COMPRA | 1738313 | |
| CONSUMO | 918563 | |
| MAYORISTA | 44579 | 1.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| compra | 1738313 | |
| consumo | 918563 | |
| mayorista | 44579 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 3620018 | |
| M | 2701455 | |
| C | 2656876 | |
| A | 1827471 | |
| R | 1782892 | |
| P | 1738313 | |
| S | 963142 | 5.6% |
| N | 918563 | 5.3% |
| U | 918563 | 5.3% |
| Y | 44579 | 0.3% |
| Other values (2) | 89158 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17261030 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| O | 3620018 | |
| M | 2701455 | |
| C | 2656876 | |
| A | 1827471 | |
| R | 1782892 | |
| P | 1738313 | |
| S | 963142 | 5.6% |
| N | 918563 | 5.3% |
| U | 918563 | 5.3% |
| Y | 44579 | 0.3% |
| Other values (2) | 89158 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17261030 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| O | 3620018 | |
| M | 2701455 | |
| C | 2656876 | |
| A | 1827471 | |
| R | 1782892 | |
| P | 1738313 | |
| S | 963142 | 5.6% |
| N | 918563 | 5.3% |
| U | 918563 | 5.3% |
| Y | 44579 | 0.3% |
| Other values (2) | 89158 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17261030 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| O | 3620018 | |
| M | 2701455 | |
| C | 2656876 | |
| A | 1827471 | |
| R | 1782892 | |
| P | 1738313 | |
| S | 963142 | 5.6% |
| N | 918563 | 5.3% |
| U | 918563 | 5.3% |
| Y | 44579 | 0.3% |
| Other values (2) | 89158 | 0.5% |
descr_flag_patente
Categorical
Imbalance
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 154.5 MiB |
| SIN PATENTE | |
|---|---|
| CON PATENTE | |
| NaN | 11946 |
| None | 698 |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 10.962815 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CON PATENTE |
|---|---|
| 2nd row | CON PATENTE |
| 3rd row | CON PATENTE |
| 4th row | CON PATENTE |
| 5th row | CON PATENTE |
Common Values
| Value | Count | Frequency (%) |
| SIN PATENTE | 1866826 | |
| CON PATENTE | 821985 | |
| NaN | 11946 | 0.4% |
| None | 698 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| patente | 2688811 | |
| sin | 1866826 | |
| con | 821985 | 15.2% |
| nan | 11946 | 0.2% |
| none | 698 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 5402212 | |
| T | 5377622 | |
| E | 5377622 | |
| A | 2688811 | |
| P | 2688811 | |
| 2688811 | ||
| S | 1866826 | 6.3% |
| I | 1866826 | 6.3% |
| C | 821985 | 2.8% |
| O | 821985 | 2.8% |
| Other values (4) | 14040 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 29615551 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 5402212 | |
| T | 5377622 | |
| E | 5377622 | |
| A | 2688811 | |
| P | 2688811 | |
| 2688811 | ||
| S | 1866826 | 6.3% |
| I | 1866826 | 6.3% |
| C | 821985 | 2.8% |
| O | 821985 | 2.8% |
| Other values (4) | 14040 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 29615551 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 5402212 | |
| T | 5377622 | |
| E | 5377622 | |
| A | 2688811 | |
| P | 2688811 | |
| 2688811 | ||
| S | 1866826 | 6.3% |
| I | 1866826 | 6.3% |
| C | 821985 | 2.8% |
| O | 821985 | 2.8% |
| Other values (4) | 14040 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 29615551 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 5402212 | |
| T | 5377622 | |
| E | 5377622 | |
| A | 2688811 | |
| P | 2688811 | |
| 2688811 | ||
| S | 1866826 | 6.3% |
| I | 1866826 | 6.3% |
| C | 821985 | 2.8% |
| O | 821985 | 2.8% |
| Other values (4) | 14040 | < 0.1% |
indice_gse
Real number (ℝ)
Missing
| Distinct | 1360 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 147275 |
| Missing (%) | 5.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10769463 |
| Minimum | 0 |
|---|---|
| Maximum | 0.61673068 |
| Zeros | 32 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.045710314 |
| Q1 | 0.070892012 |
| median | 0.089680775 |
| Q3 | 0.12638388 |
| 95-th percentile | 0.20828511 |
| Maximum | 0.61673068 |
| Range | 0.61673068 |
| Interquartile range (IQR) | 0.055491867 |
Descriptive statistics
| Standard deviation | 0.065459531 |
|---|---|
| Coefficient of variation (CV) | 0.60782542 |
| Kurtosis | 11.16769 |
| Mean | 0.10769463 |
| Median Absolute Deviation (MAD) | 0.024641158 |
| Skewness | 2.7831225 |
| Sum | 275071.46 |
| Variance | 0.0042849502 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1990852323 | 13475 | 0.5% |
| 0.1577874161 | 12620 | 0.5% |
| 0.07785206482 | 10930 | 0.4% |
| 0.08415901048 | 9575 | 0.4% |
| 0.08730638337 | 9469 | 0.4% |
| 0.1737172517 | 9420 | 0.3% |
| 0.07909275266 | 9301 | 0.3% |
| 0.09541343967 | 9002 | 0.3% |
| 0.08427991096 | 8753 | 0.3% |
| 0.06793420572 | 8153 | 0.3% |
| Other values (1350) | 2453482 | |
| (Missing) | 147275 | 5.5% |
| Value | Count | Frequency (%) |
| 0 | 32 | < 0.1% |
| 0.01155555556 | 26 | < 0.1% |
| 0.01633379986 | 1001 | |
| 0.01742628475 | 917 | |
| 0.01762380952 | 244 | < 0.1% |
| 0.01765070729 | 887 | |
| 0.01842043896 | 1064 | |
| 0.02240665584 | 1489 | |
| 0.02309187279 | 736 | |
| 0.02337123746 | 265 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.6167306786 | 1057 | |
| 0.5621148523 | 147 | < 0.1% |
| 0.5404644309 | 1609 | |
| 0.5339663947 | 1479 | |
| 0.5241336952 | 700 | < 0.1% |
| 0.5131611595 | 456 | < 0.1% |
| 0.5081605505 | 1024 | |
| 0.4919868472 | 2511 | |
| 0.4726691173 | 2333 | |
| 0.4457646212 | 450 | < 0.1% |
n_habitantes
Real number (ℝ)
Missing
| Distinct | 1314 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 147275 |
| Missing (%) | 5.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18812.004 |
| Minimum | 0 |
|---|---|
| Maximum | 99870 |
| Zeros | 32 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2027 |
| Q1 | 7760 |
| median | 14995 |
| Q3 | 24532 |
| 95-th percentile | 49429 |
| Maximum | 99870 |
| Range | 99870 |
| Interquartile range (IQR) | 16772 |
Descriptive statistics
| Standard deviation | 15798.619 |
|---|---|
| Coefficient of variation (CV) | 0.83981588 |
| Kurtosis | 5.4569102 |
| Mean | 18812.004 |
| Median Absolute Deviation (MAD) | 7763 |
| Skewness | 1.9554495 |
| Sum | 4.8049243 × 1010 |
| Variance | 2.4959637 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20954 | 13475 | 0.5% |
| 79124 | 12620 | 0.5% |
| 55031 | 10930 | 0.4% |
| 99870 | 9575 | 0.4% |
| 58080 | 9469 | 0.4% |
| 9861 | 9420 | 0.3% |
| 40262 | 9301 | 0.3% |
| 97044 | 9002 | 0.3% |
| 12880 | 8827 | 0.3% |
| 15439 | 8753 | 0.3% |
| Other values (1304) | 2452808 | |
| (Missing) | 147275 | 5.5% |
| Value | Count | Frequency (%) |
| 0 | 32 | < 0.1% |
| 7 | 363 | |
| 11 | 17 | < 0.1% |
| 12 | 143 | < 0.1% |
| 14 | 44 | < 0.1% |
| 23 | 456 | |
| 31 | 229 | < 0.1% |
| 32 | 501 | |
| 34 | 67 | < 0.1% |
| 46 | 623 |
| Value | Count | Frequency (%) |
| 99870 | 9575 | |
| 97044 | 9002 | |
| 79755 | 5574 | |
| 79124 | 12620 | |
| 73958 | 7444 | |
| 72888 | 5841 | |
| 61654 | 6531 | |
| 60332 | 2333 | 0.1% |
| 60260 | 2743 | 0.1% |
| 58080 | 9469 |
n_ptos_interes
Real number (ℝ)
Missing
| Distinct | 172 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 48031 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.938215 |
| Minimum | 1 |
|---|---|
| Maximum | 596 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 13 |
| median | 29 |
| Q3 | 66 |
| 95-th percentile | 201 |
| Maximum | 596 |
| Range | 595 |
| Interquartile range (IQR) | 53 |
Descriptive statistics
| Standard deviation | 78.189936 |
|---|---|
| Coefficient of variation (CV) | 1.3977911 |
| Kurtosis | 17.298578 |
| Mean | 55.938215 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 3.6123063 |
| Sum | 1.484278 × 108 |
| Variance | 6113.666 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 72539 | 2.7% |
| 16 | 65651 | 2.4% |
| 12 | 62056 | 2.3% |
| 13 | 57298 | 2.1% |
| 6 | 56686 | 2.1% |
| 5 | 53775 | 2.0% |
| 2 | 52189 | 1.9% |
| 8 | 50874 | 1.9% |
| 4 | 50752 | 1.9% |
| 18 | 50693 | 1.9% |
| Other values (162) | 2080911 |
| Value | Count | Frequency (%) |
| 1 | 49191 | |
| 2 | 52189 | |
| 3 | 47823 | |
| 4 | 50752 | |
| 5 | 53775 | |
| 6 | 56686 | |
| 7 | 49525 | |
| 8 | 50874 | |
| 9 | 72539 | |
| 10 | 32802 |
| Value | Count | Frequency (%) |
| 596 | 13475 | |
| 539 | 4074 | 0.2% |
| 501 | 2333 | 0.1% |
| 461 | 6399 | |
| 446 | 4645 | 0.2% |
| 365 | 4652 | 0.2% |
| 361 | 4231 | 0.2% |
| 359 | 5628 | |
| 343 | 3612 | 0.1% |
| 290 | 3470 | 0.1% |
superficie_km2
Real number (ℝ)
High correlation Missing
| Distinct | 1832 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 48031 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.450577 |
| Minimum | 0.10992095 |
|---|---|
| Maximum | 17132.919 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | 0.10992095 |
|---|---|
| 5-th percentile | 0.75184132 |
| Q1 | 1.664497 |
| median | 8.4773824 |
| Q3 | 39.873099 |
| 95-th percentile | 260.90565 |
| Maximum | 17132.919 |
| Range | 17132.809 |
| Interquartile range (IQR) | 38.208602 |
Descriptive statistics
| Standard deviation | 379.49883 |
|---|---|
| Coefficient of variation (CV) | 4.44115 |
| Kurtosis | 225.88235 |
| Mean | 85.450577 |
| Median Absolute Deviation (MAD) | 7.5171572 |
| Skewness | 11.732091 |
| Sum | 2.2673661 × 108 |
| Variance | 144019.36 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.212648825 | 13475 | 0.5% |
| 767.9985868 | 12620 | 0.5% |
| 64.86280707 | 10930 | 0.4% |
| 22.85109755 | 9575 | 0.4% |
| 24.24593612 | 9469 | 0.4% |
| 1.653735601 | 9420 | 0.3% |
| 3.850741016 | 9301 | 0.3% |
| 22.98189622 | 9002 | 0.3% |
| 943.7487504 | 8753 | 0.3% |
| 62.91280314 | 8153 | 0.3% |
| Other values (1822) | 2552726 | |
| (Missing) | 48031 | 1.8% |
| Value | Count | Frequency (%) |
| 0.1099209533 | 1292 | |
| 0.150668958 | 189 | < 0.1% |
| 0.2286851919 | 327 | < 0.1% |
| 0.2662815307 | 706 | < 0.1% |
| 0.2857682808 | 388 | < 0.1% |
| 0.3062273498 | 792 | < 0.1% |
| 0.3184937931 | 2481 | |
| 0.3213928872 | 640 | < 0.1% |
| 0.3249334435 | 279 | < 0.1% |
| 0.3252875531 | 2364 |
| Value | Count | Frequency (%) |
| 17132.91893 | 32 | < 0.1% |
| 10403.7113 | 524 | < 0.1% |
| 9104.650689 | 12 | < 0.1% |
| 8827.694491 | 143 | < 0.1% |
| 6473.267074 | 133 | < 0.1% |
| 5013.033193 | 58 | < 0.1% |
| 4804.267014 | 20 | < 0.1% |
| 4753.380743 | 103 | < 0.1% |
| 4475.328644 | 1355 | |
| 4371.358449 | 788 |
densidad_hab
Real number (ℝ)
High correlation Missing
| Distinct | 1360 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 147275 |
| Missing (%) | 5.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5129.1223 |
| Minimum | 0 |
|---|---|
| Maximum | 45213.161 |
| Zeros | 32 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18.806969 |
| Q1 | 396.91462 |
| median | 2849.0011 |
| Q3 | 8257.1378 |
| 95-th percentile | 15951.572 |
| Maximum | 45213.161 |
| Range | 45213.161 |
| Interquartile range (IQR) | 7860.2232 |
Descriptive statistics
| Standard deviation | 6202.7494 |
|---|---|
| Coefficient of variation (CV) | 1.2093198 |
| Kurtosis | 9.126839 |
| Mean | 5129.1223 |
| Median Absolute Deviation (MAD) | 2724.9734 |
| Skewness | 2.2966026 |
| Sum | 1.3100702 × 1010 |
| Variance | 38474100 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17279.52856 | 13475 | 0.5% |
| 103.0262312 | 12620 | 0.5% |
| 848.421499 | 10930 | 0.4% |
| 4370.468411 | 9575 | 0.4% |
| 2395.452983 | 9469 | 0.4% |
| 5962.863711 | 9420 | 0.3% |
| 10455.64992 | 9301 | 0.3% |
| 4222.628066 | 9002 | 0.3% |
| 16.35922696 | 8753 | 0.3% |
| 833.0736732 | 8153 | 0.3% |
| Other values (1350) | 2453482 | |
| (Missing) | 147275 | 5.5% |
| Value | Count | Frequency (%) |
| 0 | 32 | < 0.1% |
| 0.01553075957 | 456 | |
| 0.05665253926 | 143 | < 0.1% |
| 0.08198804269 | 363 | < 0.1% |
| 0.1840793419 | 44 | < 0.1% |
| 0.1891772095 | 114 | < 0.1% |
| 0.3240110898 | 255 | < 0.1% |
| 0.398341675 | 928 | |
| 0.3986176343 | 17 | < 0.1% |
| 0.5429295912 | 569 |
| Value | Count | Frequency (%) |
| 45213.16077 | 5536 | |
| 43586.47453 | 5360 | |
| 42636.91265 | 4703 | |
| 37937.9024 | 2964 | |
| 29464.32813 | 4028 | |
| 25148.02693 | 1334 | < 0.1% |
| 22474.67934 | 1852 | 0.1% |
| 22011.04649 | 1793 | 0.1% |
| 21551.83795 | 1696 | 0.1% |
| 21421.87834 | 2102 | 0.1% |
uf
Real number (ℝ)
High correlation
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37332.756 |
| Minimum | 35287.5 |
|---|---|
| Maximum | 39383.07 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | 35287.5 |
|---|---|
| 5-th percentile | 35509.68 |
| Q1 | 36130.31 |
| median | 37261.98 |
| Q3 | 38384.41 |
| 95-th percentile | 39267.07 |
| Maximum | 39383.07 |
| Range | 4095.57 |
| Interquartile range (IQR) | 2254.1 |
Descriptive statistics
| Standard deviation | 1237.5139 |
|---|---|
| Coefficient of variation (CV) | 0.033148206 |
| Kurtosis | -1.23108 |
| Mean | 37332.756 |
| Median Absolute Deviation (MAD) | 1131.67 |
| Skewness | 0.11699254 |
| Sum | 1.0085276 × 1011 |
| Variance | 1531440.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35575.48 | 88568 | 3.3% |
| 35287.5 | 87589 | 3.2% |
| 35838.55 | 86882 | 3.2% |
| 36789.36 | 86329 | 3.2% |
| 35509.68 | 86291 | 3.2% |
| 36032.89 | 86184 | 3.2% |
| 38416.69 | 85704 | 3.2% |
| 37093.52 | 85662 | 3.2% |
| 36388.07 | 85406 | 3.2% |
| 36563.87 | 85351 | 3.2% |
| Other values (22) | 1837489 |
| Value | Count | Frequency (%) |
| 35287.5 | 87589 | |
| 35509.68 | 86291 | |
| 35575.48 | 88568 | |
| 35838.55 | 86882 | |
| 36032.89 | 86184 | |
| 36049.05 | 84431 | |
| 36089.48 | 84554 | |
| 36130.31 | 85270 | |
| 36197.53 | 84846 | |
| 36388.07 | 85406 |
| Value | Count | Frequency (%) |
| 39383.07 | 82125 | |
| 39267.07 | 80950 | |
| 39189.45 | 82108 | |
| 39179.01 | 81864 | |
| 39075.41 | 82402 | |
| 38894.11 | 84329 | |
| 38647.94 | 82334 | |
| 38416.69 | 85704 | |
| 38384.41 | 84312 | |
| 38247.92 | 84756 |
dolar
Real number (ℝ)
High correlation
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 909.78732 |
| Minimum | 789.32 |
|---|---|
| Maximum | 992.12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | 789.32 |
|---|---|
| 5-th percentile | 801.61 |
| Q1 | 854.22 |
| median | 932.66 |
| Q3 | 951.21 |
| 95-th percentile | 988.1 |
| Maximum | 992.12 |
| Range | 202.8 |
| Interquartile range (IQR) | 96.99 |
Descriptive statistics
| Standard deviation | 63.182716 |
|---|---|
| Coefficient of variation (CV) | 0.069447787 |
| Kurtosis | -0.98187847 |
| Mean | 909.78732 |
| Median Absolute Deviation (MAD) | 44.66 |
| Skewness | -0.59901171 |
| Sum | 2.4577495 × 109 |
| Variance | 3992.0556 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 789.32 | 88568 | 3.3% |
| 810.37 | 87589 | 3.2% |
| 801.61 | 86882 | 3.2% |
| 884.59 | 86329 | 3.2% |
| 831.24 | 86291 | 3.2% |
| 803.94 | 86184 | 3.2% |
| 992.12 | 85704 | 3.2% |
| 982.38 | 85662 | 3.2% |
| 910.28 | 85406 | 3.2% |
| 867.86 | 85351 | 3.2% |
| Other values (22) | 1837489 |
| Value | Count | Frequency (%) |
| 789.32 | 88568 | |
| 801.61 | 86882 | |
| 802.68 | 84554 | |
| 803.94 | 86184 | |
| 810.37 | 87589 | |
| 827.84 | 84431 | |
| 831.24 | 86291 | |
| 854.22 | 85270 | |
| 867.86 | 85351 | |
| 884.59 | 86329 |
| Value | Count | Frequency (%) |
| 992.12 | 85704 | |
| 988.1 | 84312 | |
| 982.38 | 85662 | |
| 980.19 | 84102 | |
| 978.07 | 81864 | |
| 977.32 | 84756 | |
| 967.48 | 82125 | |
| 956.58 | 83448 | |
| 951.21 | 82334 | |
| 951.02 | 81188 |
ipc
Real number (ℝ)
Zeros
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35194512 |
| Minimum | -0.5 |
|---|---|
| Maximum | 1.1 |
| Zeros | 82125 |
| Zeros (%) | 3.0% |
| Negative | 505016 |
| Negative (%) | 18.7% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | -0.5 |
|---|---|
| 5-th percentile | -0.4 |
| Q1 | 0.1 |
| median | 0.4 |
| Q3 | 0.7 |
| 95-th percentile | 1.1 |
| Maximum | 1.1 |
| Range | 1.6 |
| Interquartile range (IQR) | 0.6 |
Descriptive statistics
| Standard deviation | 0.40921552 |
|---|---|
| Coefficient of variation (CV) | 1.1627254 |
| Kurtosis | -0.59910165 |
| Mean | 0.35194512 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | -0.041077975 |
| Sum | 950763.9 |
| Variance | 0.16745735 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7 | 338982 | |
| 0.4 | 337833 | |
| 0.1 | 254939 | |
| 0.3 | 253279 | |
| 0.2 | 249266 | |
| 1.1 | 172880 | 6.4% |
| -0.2 | 170258 | 6.3% |
| 0.5 | 169203 | 6.3% |
| -0.1 | 167479 | 6.2% |
| 0.8 | 87589 | 3.2% |
| Other values (6) | 499747 |
| Value | Count | Frequency (%) |
| -0.5 | 86329 | 3.2% |
| -0.4 | 80950 | 3.0% |
| -0.2 | 170258 | |
| -0.1 | 167479 | |
| 0 | 82125 | 3.0% |
| 0.1 | 254939 | |
| 0.2 | 249266 | |
| 0.3 | 253279 | |
| 0.4 | 337833 | |
| 0.5 | 169203 |
| Value | Count | Frequency (%) |
| 1.1 | 172880 | |
| 1 | 84377 | 3.1% |
| 0.9 | 81864 | 3.0% |
| 0.8 | 87589 | 3.2% |
| 0.7 | 338982 | |
| 0.6 | 84102 | 3.1% |
| 0.5 | 169203 | |
| 0.4 | 337833 | |
| 0.3 | 253279 | |
| 0.2 | 249266 |
imacec
Real number (ℝ)
High correlation Zeros
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3097131 |
| Minimum | -2.1 |
|---|---|
| Maximum | 6.6 |
| Zeros | 168331 |
| Zeros (%) | 6.2% |
| Negative | 686412 |
| Negative (%) | 25.4% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | -2.1 |
|---|---|
| 5-th percentile | -2 |
| Q1 | -0.1 |
| median | 1.1 |
| Q3 | 2.5 |
| 95-th percentile | 4.5 |
| Maximum | 6.6 |
| Range | 8.7 |
| Interquartile range (IQR) | 2.6 |
Descriptive statistics
| Standard deviation | 2.0132531 |
|---|---|
| Coefficient of variation (CV) | 1.537171 |
| Kurtosis | -0.21270946 |
| Mean | 1.3097131 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | 0.40586515 |
| Sum | 3538131.1 |
| Variance | 4.0531881 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.5 | 252051 | 9.3% |
| -1 | 170883 | 6.3% |
| 0 | 168331 | 6.2% |
| 2.3 | 167661 | 6.2% |
| 1.8 | 166295 | 6.2% |
| -2.1 | 88568 | 3.3% |
| 0.4 | 87589 | 3.2% |
| -1.1 | 86882 | 3.2% |
| -0.5 | 86291 | 3.2% |
| -2 | 86184 | 3.2% |
| Other values (16) | 1340720 |
| Value | Count | Frequency (%) |
| -2.1 | 88568 | |
| -2 | 86184 | |
| -1.1 | 86882 | |
| -1 | 170883 | |
| -0.9 | 85270 | |
| -0.5 | 86291 | |
| -0.1 | 82334 | |
| 0 | 168331 | |
| 0.1 | 81188 | |
| 0.3 | 85406 |
| Value | Count | Frequency (%) |
| 6.6 | 85704 | 3.2% |
| 4.5 | 84102 | 3.1% |
| 4.2 | 83448 | 3.1% |
| 3.8 | 84329 | 3.1% |
| 3.5 | 84874 | 3.1% |
| 3.2 | 82108 | 3.0% |
| 3.1 | 80950 | 3.0% |
| 2.5 | 252051 | |
| 2.3 | 167661 | |
| 2.1 | 84756 | 3.1% |
tpm
Real number (ℝ)
High correlation
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4377479 |
| Minimum | 4.75 |
|---|---|
| Maximum | 11.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | 4.75 |
|---|---|
| 5-th percentile | 4.75 |
| Q1 | 5 |
| median | 6.5 |
| Q3 | 10.25 |
| 95-th percentile | 11.25 |
| Maximum | 11.25 |
| Range | 6.5 |
| Interquartile range (IQR) | 5.25 |
Descriptive statistics
| Standard deviation | 2.4726703 |
|---|---|
| Coefficient of variation (CV) | 0.33244879 |
| Kurtosis | -1.4187183 |
| Mean | 7.4377479 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 0.45469023 |
| Sum | 20092741 |
| Variance | 6.1140983 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 582139 | |
| 11.25 | 520068 | |
| 5.75 | 247920 | |
| 8.25 | 171666 | 6.4% |
| 9 | 170757 | 6.3% |
| 7.25 | 169764 | 6.3% |
| 10.25 | 169701 | 6.3% |
| 5.25 | 169133 | 6.3% |
| 4.75 | 163989 | 6.1% |
| 6.5 | 84874 | 3.1% |
| Other values (3) | 251444 |
| Value | Count | Frequency (%) |
| 4.75 | 163989 | 6.1% |
| 5 | 582139 | |
| 5.25 | 169133 | 6.3% |
| 5.5 | 83485 | 3.1% |
| 5.75 | 247920 | |
| 6 | 83113 | 3.1% |
| 6.5 | 84874 | 3.1% |
| 7.25 | 169764 | 6.3% |
| 8.25 | 171666 | 6.4% |
| 9 | 170757 | 6.3% |
| Value | Count | Frequency (%) |
| 11.25 | 520068 | |
| 10.25 | 169701 | 6.3% |
| 9.5 | 84846 | 3.1% |
| 9 | 170757 | 6.3% |
| 8.25 | 171666 | 6.4% |
| 7.25 | 169764 | 6.3% |
| 6.5 | 84874 | 3.1% |
| 6 | 83113 | 3.1% |
| 5.75 | 247920 | |
| 5.5 | 83485 | 3.1% |
tasa_desempleo
Real number (ℝ)
Missing
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 82402 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.5768664 |
| Minimum | 8.02 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 MiB |
Quantile statistics
| Minimum | 8.02 |
|---|---|
| 5-th percentile | 8.04 |
| Q1 | 8.38 |
| median | 8.58 |
| Q3 | 8.77 |
| 95-th percentile | 8.94 |
| Maximum | 9 |
| Range | 0.98 |
| Interquartile range (IQR) | 0.39 |
Descriptive statistics
| Standard deviation | 0.26348954 |
|---|---|
| Coefficient of variation (CV) | 0.030720957 |
| Kurtosis | -0.52769328 |
| Mean | 8.5768664 |
| Median Absolute Deviation (MAD) | 0.19 |
| Skewness | -0.46629115 |
| Sum | 22463268 |
| Variance | 0.069426738 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.52 | 171058 | 6.3% |
| 8.68 | 169110 | 6.3% |
| 8.89 | 166356 | 6.2% |
| 8.81 | 88568 | 3.3% |
| 8.04 | 87589 | 3.2% |
| 8.66 | 86882 | 3.2% |
| 8.48 | 86329 | 3.2% |
| 8.37 | 86291 | 3.2% |
| 8.08 | 85704 | 3.2% |
| 8.73 | 85351 | 3.2% |
| Other values (18) | 1505815 |
| Value | Count | Frequency (%) |
| 8.02 | 84312 | |
| 8.04 | 87589 | |
| 8.08 | 85704 | |
| 8.22 | 84756 | |
| 8.31 | 83113 | |
| 8.35 | 81188 | |
| 8.37 | 86291 | |
| 8.38 | 82334 | |
| 8.44 | 85337 | |
| 8.48 | 86329 |
| Value | Count | Frequency (%) |
| 9 | 85270 | |
| 8.94 | 82108 | |
| 8.91 | 84846 | |
| 8.9 | 83284 | |
| 8.89 | 166356 | |
| 8.81 | 88568 | |
| 8.77 | 84431 | |
| 8.74 | 83485 | |
| 8.73 | 85351 | |
| 8.71 | 84329 |
Interactions
Correlations
| canal | densidad_hab | descr_flag_patente | dolar | id_barrio | id_cliente | id_comuna | id_periodo | imacec | indice_gse | ipc | liq_um | n_habitantes | n_ptos_interes | segmento | superficie_km2 | tasa_desempleo | tpm | uf | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| canal | 1.000 | 0.058 | 0.077 | 0.003 | 0.086 | 0.053 | 0.084 | 0.002 | 0.002 | 0.174 | 0.003 | 0.090 | 0.128 | 0.190 | 1.000 | 0.032 | 0.003 | 0.004 | 0.005 |
| densidad_hab | 0.058 | 1.000 | 0.040 | -0.001 | 0.259 | -0.060 | 0.260 | 0.002 | -0.000 | 0.371 | -0.002 | 0.088 | 0.328 | 0.138 | 0.060 | -0.890 | 0.005 | -0.001 | 0.002 |
| descr_flag_patente | 0.077 | 0.040 | 1.000 | 0.003 | 0.103 | 0.037 | 0.089 | 0.002 | 0.002 | 0.067 | 0.001 | 0.002 | 0.100 | 0.034 | 0.466 | 0.009 | 0.003 | 0.003 | 0.003 |
| dolar | 0.003 | -0.001 | 0.003 | 1.000 | 0.002 | 0.025 | 0.002 | 0.766 | 0.684 | 0.004 | 0.116 | 0.014 | 0.000 | 0.004 | 0.007 | 0.002 | -0.299 | -0.806 | 0.756 |
| id_barrio | 0.086 | 0.259 | 0.103 | 0.002 | 1.000 | -0.079 | 0.997 | 0.004 | 0.001 | 0.041 | -0.000 | 0.072 | 0.089 | 0.112 | 0.083 | -0.189 | 0.001 | -0.003 | 0.004 |
| id_cliente | 0.053 | -0.060 | 0.037 | 0.025 | -0.079 | 1.000 | -0.078 | 0.028 | 0.021 | -0.041 | -0.001 | -0.023 | -0.017 | -0.024 | 0.040 | 0.048 | -0.005 | -0.028 | 0.028 |
| id_comuna | 0.084 | 0.260 | 0.089 | 0.002 | 0.997 | -0.078 | 1.000 | 0.003 | 0.001 | 0.042 | -0.000 | 0.072 | 0.088 | 0.113 | 0.083 | -0.190 | 0.001 | -0.003 | 0.003 |
| id_periodo | 0.002 | 0.002 | 0.002 | 0.766 | 0.004 | 0.028 | 0.003 | 1.000 | 0.604 | 0.006 | -0.076 | -0.022 | 0.003 | 0.004 | 0.010 | 0.000 | -0.004 | -0.991 | 0.998 |
| imacec | 0.002 | -0.000 | 0.002 | 0.684 | 0.001 | 0.021 | 0.001 | 0.604 | 1.000 | 0.004 | 0.218 | 0.004 | 0.000 | 0.003 | 0.005 | 0.001 | -0.080 | -0.618 | 0.600 |
| indice_gse | 0.174 | 0.371 | 0.067 | 0.004 | 0.041 | -0.041 | 0.042 | 0.006 | 0.004 | 1.000 | -0.001 | 0.041 | 0.212 | 0.443 | 0.108 | -0.354 | 0.002 | -0.006 | 0.006 |
| ipc | 0.003 | -0.002 | 0.001 | 0.116 | -0.000 | -0.001 | -0.000 | -0.076 | 0.218 | -0.001 | 1.000 | 0.030 | -0.002 | 0.001 | 0.004 | 0.001 | 0.053 | 0.034 | -0.116 |
| liq_um | 0.090 | 0.088 | 0.002 | 0.014 | 0.072 | -0.023 | 0.072 | -0.022 | 0.004 | 0.041 | 0.030 | 1.000 | 0.099 | -0.038 | 0.043 | -0.040 | -0.046 | 0.013 | -0.022 |
| n_habitantes | 0.128 | 0.328 | 0.100 | 0.000 | 0.089 | -0.017 | 0.088 | 0.003 | 0.000 | 0.212 | -0.002 | 0.099 | 1.000 | 0.222 | 0.079 | 0.056 | 0.004 | -0.002 | 0.003 |
| n_ptos_interes | 0.190 | 0.138 | 0.034 | 0.004 | 0.112 | -0.024 | 0.113 | 0.004 | 0.003 | 0.443 | 0.001 | -0.038 | 0.222 | 1.000 | 0.116 | -0.146 | -0.002 | -0.004 | 0.004 |
| segmento | 1.000 | 0.060 | 0.466 | 0.007 | 0.083 | 0.040 | 0.083 | 0.010 | 0.005 | 0.108 | 0.004 | 0.043 | 0.079 | 0.116 | 1.000 | 0.028 | 0.007 | 0.007 | 0.008 |
| superficie_km2 | 0.032 | -0.890 | 0.009 | 0.002 | -0.189 | 0.048 | -0.190 | 0.000 | 0.001 | -0.354 | 0.001 | -0.040 | 0.056 | -0.146 | 0.028 | 1.000 | -0.005 | -0.001 | -0.000 |
| tasa_desempleo | 0.003 | 0.005 | 0.003 | -0.299 | 0.001 | -0.005 | 0.001 | -0.004 | -0.080 | 0.002 | 0.053 | -0.046 | 0.004 | -0.002 | 0.007 | -0.005 | 1.000 | 0.069 | -0.001 |
| tpm | 0.004 | -0.001 | 0.003 | -0.806 | -0.003 | -0.028 | -0.003 | -0.991 | -0.618 | -0.006 | 0.034 | 0.013 | -0.002 | -0.004 | 0.007 | -0.001 | 0.069 | 1.000 | -0.986 |
| uf | 0.005 | 0.002 | 0.003 | 0.756 | 0.004 | 0.028 | 0.003 | 0.998 | 0.600 | 0.006 | -0.116 | -0.022 | 0.003 | 0.004 | 0.008 | -0.000 | -0.001 | -0.986 | 1.000 |
Missing values
Sample
| id_cliente | id_periodo | liq_um | id_barrio | id_comuna | segmento | canal | descr_flag_patente | indice_gse | n_habitantes | n_ptos_interes | superficie_km2 | densidad_hab | uf | dolar | ipc | imacec | tpm | tasa_desempleo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 33 | 202301 | 8.91264 | 710120.0 | 7101.0 | BA | CONSUMO | CON PATENTE | 0.081698 | 15800.0 | 7.0 | 2.422458 | 6522.300599 | 35287.50 | 810.37 | 0.8 | 0.4 | 11.25 | 8.04 |
| 1 | 33 | 202302 | -0.46656 | 710120.0 | 7101.0 | BA | CONSUMO | CON PATENTE | 0.081698 | 15800.0 | 7.0 | 2.422458 | 6522.300599 | 35509.68 | 831.24 | -0.1 | -0.5 | 11.25 | 8.37 |
| 2 | 33 | 202303 | 1.06944 | 710120.0 | 7101.0 | BA | CONSUMO | CON PATENTE | 0.081698 | 15800.0 | 7.0 | 2.422458 | 6522.300599 | 35575.48 | 789.32 | 1.1 | -2.1 | 11.25 | 8.81 |
| 3 | 33 | 202304 | 2.21184 | 710120.0 | 7101.0 | BA | CONSUMO | CON PATENTE | 0.081698 | 15800.0 | 7.0 | 2.422458 | 6522.300599 | 35838.55 | 801.61 | 0.3 | -1.1 | 11.25 | 8.66 |
| 4 | 33 | 202305 | 1.02144 | 710120.0 | 7101.0 | BA | CONSUMO | CON PATENTE | 0.081698 | 15800.0 | 7.0 | 2.422458 | 6522.300599 | 36032.89 | 803.94 | 0.1 | -2.0 | 11.25 | 8.52 |
| 5 | 33 | 202306 | 0.60480 | 710120.0 | 7101.0 | BA | CONSUMO | CON PATENTE | 0.081698 | 15800.0 | 7.0 | 2.422458 | 6522.300599 | 36089.48 | 802.68 | -0.2 | -1.0 | 11.25 | 8.53 |
| 6 | 33 | 202307 | 1.31904 | 710120.0 | 7101.0 | BA | CONSUMO | CON PATENTE | 0.081698 | 15800.0 | 7.0 | 2.422458 | 6522.300599 | 36049.05 | 827.84 | 0.4 | 1.8 | 10.25 | 8.77 |
| 7 | 33 | 202308 | 0.94464 | 710120.0 | 7101.0 | BA | CONSUMO | CON PATENTE | 0.081698 | 15800.0 | 7.0 | 2.422458 | 6522.300599 | 36130.31 | 854.22 | 0.1 | -0.9 | 10.25 | 9.00 |
| 8 | 33 | 202309 | 1.08672 | 710120.0 | 7101.0 | BA | CONSUMO | CON PATENTE | 0.081698 | 15800.0 | 7.0 | 2.422458 | 6522.300599 | 36197.53 | 906.84 | 0.7 | 0.0 | 9.50 | 8.91 |
| 9 | 33 | 202310 | 1.94112 | 710120.0 | 7101.0 | BA | CONSUMO | CON PATENTE | 0.081698 | 15800.0 | 7.0 | 2.422458 | 6522.300599 | 36388.07 | 910.28 | 0.4 | 0.3 | 9.00 | 8.89 |
| id_cliente | id_periodo | liq_um | id_barrio | id_comuna | segmento | canal | descr_flag_patente | indice_gse | n_habitantes | n_ptos_interes | superficie_km2 | densidad_hab | uf | dolar | ipc | imacec | tpm | tasa_desempleo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2701445 | 727518 | 202411 | 5.4336 | 1030119.0 | 10301.0 | AL | COMPRA | SIN PATENTE | 0.181908 | 21659.0 | 41.0 | 44.326199 | 488.627507 | 38247.92 | 977.32 | 0.2 | 2.1 | 5.25 | 8.22 |
| 2701446 | 727518 | 202412 | 7.9512 | 1030119.0 | 10301.0 | AL | COMPRA | SIN PATENTE | 0.181908 | 21659.0 | 41.0 | 44.326199 | 488.627507 | 38416.69 | 992.12 | -0.2 | 6.6 | 5.00 | 8.08 |
| 2701447 | 727518 | 202501 | 6.4464 | 1030119.0 | 10301.0 | AL | COMPRA | SIN PATENTE | 0.181908 | 21659.0 | 41.0 | 44.326199 | 488.627507 | 38384.41 | 988.10 | 1.1 | 2.5 | 5.00 | 8.02 |
| 2701448 | 727518 | 202502 | 5.8272 | 1030119.0 | 10301.0 | AL | COMPRA | SIN PATENTE | 0.181908 | 21659.0 | 41.0 | 44.326199 | 488.627507 | 38647.94 | 951.21 | 0.4 | -0.1 | 5.00 | 8.38 |
| 2701449 | 727518 | 202503 | 7.3080 | 1030119.0 | 10301.0 | AL | COMPRA | SIN PATENTE | 0.181908 | 21659.0 | 41.0 | 44.326199 | 488.627507 | 38894.11 | 946.10 | 0.5 | 3.8 | 5.00 | 8.71 |
| 2701450 | 727518 | 202504 | 4.3296 | 1030119.0 | 10301.0 | AL | COMPRA | SIN PATENTE | 0.181908 | 21659.0 | 41.0 | 44.326199 | 488.627507 | 39075.41 | 945.42 | 0.2 | 2.5 | 5.00 | NaN |
| 2701451 | 727518 | 202505 | 4.9488 | 1030119.0 | 10301.0 | AL | COMPRA | SIN PATENTE | 0.181908 | 21659.0 | 41.0 | 44.326199 | 488.627507 | 39189.45 | 937.37 | 0.2 | 3.2 | 5.00 | 8.94 |
| 2701452 | 727518 | 202506 | 2.6976 | 1030119.0 | 10301.0 | AL | COMPRA | SIN PATENTE | 0.181908 | 21659.0 | 41.0 | 44.326199 | 488.627507 | 39267.07 | 935.74 | -0.4 | 3.1 | 5.00 | 8.89 |
| 2701453 | 727518 | 202507 | 1.4976 | 1030119.0 | 10301.0 | AL | COMPRA | SIN PATENTE | 0.181908 | 21659.0 | 41.0 | 44.326199 | 488.627507 | 39179.01 | 978.07 | 0.9 | 1.8 | 4.75 | 8.70 |
| 2701454 | 727518 | 202508 | 4.2096 | 1030119.0 | 10301.0 | AL | COMPRA | SIN PATENTE | 0.181908 | 21659.0 | 41.0 | 44.326199 | 488.627507 | 39383.07 | 967.48 | 0.0 | 0.5 | 4.75 | 8.56 |